Lead AI/ML Engineer - Remote
Company: Optum
Location: Duvall
Posted on: October 15, 2024
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Job Description:
Optum is a global organization that delivers care, aided by
technology to help millions of people live healthier lives. The
work you do with our team will directly improve health outcomes by
connecting people with the care, pharmacy benefits, data and
resources they need to feel their best. Here, you will find a
culture guided by diversity and inclusion, talented peers,
comprehensive benefits and career development opportunities. Come
make an impact on the communities we serve as you help us advance
health equity on a global scale. Join us to start Caring.
Connecting. Growing together.
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You'll enjoy the flexibility to work remotely * from anywhere
within the U.S. as you take on some tough challenges.
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Primary Responsibilities: -
Drive end-to-end Machine Learning projects that have a high degree
of ambiguity, scale and complexity
Build Machine Learning models, perform proof-of-concept,
experiment, optimize, and deploy your models into production; work
closely with software engineers to assist in productionizing the ML
models
Perform hands-on analysis and modeling of healthcare data sets to
develop insights that increase business value
Run A/B experiments, gather data, and perform statistical
analysis
Establish scalable, efficient, automated processes for large-scale
data analysis, machine-learning model development, model validation
and serving
Research and implement innovative machine learning approaches
Mentor and help recruit AI/ML scientists and machine learning
engineers to the team
Present findings and insights to senior leadership and at internal
venues
Be the thought leader in cutting-edge AI research and proactively
pursue IP submissions
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You'll be rewarded and recognized for your performance in an
environment that will challenge you and give you clear direction on
what it takes to succeed in your role as well as provide
development for other roles you may be interested in. -
Required Qualifications: -
PhD in AI, computer science, data science, applied math or related
technical fields
7+ years of industry/academic experience in machine learning or a
related field
5+ years of building models for business application experience
Advanced understanding of Deep Learning with applications in Time
series Processing, NLP and multimodal modeling
Proven strong Python programming skills and experience with deep
learning frameworks such as PyTorch or TensorFlow
Experienced mathematical background, especially in optimization
theory, stochastic algorithms, and/or numerical methods
Experience with state-of-the-art algorithms and topologies
including, but not limited to: VAR, GNNs, GANs, Transformers, deep
and wide, SSMs, LLMs among others
Proven in-depth knowledge in Generative AI technology and Large
Language Models (LLM) -
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*All employees working remotely will be required to adhere to
UnitedHealth Group's Telecommuter Policy. -
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California, Colorado, Connecticut, Hawaii, Nevada, New Jersey, New
York, Rhode Island, Washington, Washington, D.C. Residents Only:
The salary range for this role is $104,700 to $190,400 annually.
Pay is based on several factors including but not limited to local
labor markets, education, work experience, certifications, etc.
UnitedHealth Group complies with all minimum wage laws as
applicable. In addition to your salary, UnitedHealth Group offers
benefits such as, a comprehensive benefits package, incentive and
recognition programs, equity stock purchase and 401k contribution
(all benefits are subject to eligibility requirements). No matter
where or when you begin a career with UnitedHealth Group, you'll
find a far-reaching choice of benefits and incentives. -
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Application Deadline: This will be posted for a minimum of 2
business days or until a sufficient candidate pool has been
collected. Job posting may come down early due to volume of
applicants. -
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At UnitedHealth Group, our mission is to help people live healthier
lives and make the health system work better for everyone. We
believe everyone-of every race, gender, sexuality, age, location
and income-deserves the opportunity to live their healthiest life.
Today, however, there are still far too many barriers to good
health which are disproportionately experienced by people of color,
historically marginalized groups and those with lower incomes. We
are committed to mitigating our impact on the environment and
enabling and delivering equitable care that addresses health
disparities and improves health outcomes - an enterprise priority
reflected in our mission.
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Diversity creates a healthier atmosphere: UnitedHealth Group is an
Equal Employment Opportunity/Affirmative Action employer and all
qualified applicants will receive consideration for employment
without regard to race, color, religion, sex, age, national origin,
protected veteran status, disability status, sexual orientation,
gender identity or expression, marital status, genetic information,
or any other characteristic protected by law. -
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UnitedHealth Group is a drug - free workplace. Candidates are
required to pass a drug test before beginning employment. -
Keywords: Optum, Seattle , Lead AI/ML Engineer - Remote, Engineering , Duvall, Washington
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